Particle Dynamics of Flow Matching and Classifier-Free Guidance from a Stagewise Geometry Perspective

Jian-Feng Cai, Zhengyi Su, Chao Wang

Flow matching, together with classifier-free guidance (CFG), is widely used in generative modeling, yet much of the theoretical understanding remains distribution-wise. Since pract…